Validation of Two Wrist-worn Devices for the Assessment of Energy Expenditure in Cardiac Patients.
Primary Purpose
Coronary Artery Disease, Heart Failure With Reduced Ejection Fraction
Status
Completed
Phase
Not Applicable
Locations
Netherlands
Study Type
Interventional
Intervention
Fitbit Charge 2
Mio Slice
Oxycon Mobile
Sponsored by
About this trial
This is an interventional other trial for Coronary Artery Disease focused on measuring Fitbit Charge 2, Mio Slice, Validation study, Energy expenditure
Eligibility Criteria
Inclusion criteria heart failure patients:
- Patients with heart failure with reduced ejection fraction (LVEF < 40%) due to ischemic or dilating cardiomyopathy
- New York Heart Association Class II to III
- Speaking Dutch language
Exclusion criteria heart failure patients:
- Hemodynamically significant valvular disease
- Atrial fibrillation
- Peripheral vascular, neurological and orthopaedic conditions impairing exercise capacity
- Severe psychological or cognitive impairments
Inclusion criteria patients with coronary artery disease
- Stable coronary artery disease regardless of intervention (PCI or CABG)
- Speaking Dutch language
Exclusion criteria patients with coronary artery disease
- Left ventricular ejection fraction < 50%
- Hemodynamically significant valvular disease
- Atrial fibrillation
- Peripheral vascular, neurological and orthopaedic conditions impairing exercise capacity
- Severe psychological and cognitive impairments
Sites / Locations
- Máxima Medical Centre
Arms of the Study
Arm 1
Arm Type
Experimental
Arm Label
Group of cardiac patients
Arm Description
All patients completed the study wearing two wrist-worn activity trackers and the Oxycon mobile as reference method during a laboratory activity protocol.
Outcomes
Primary Outcome Measures
Agreement
Energy expenditure (measured in kcal) will be extracted from both activity trackers for each separate activity of the protocol as well as for the total protocol.
Breath-by-breath oxygen uptake (VO2) and carbon dioxide production (VCO2) will be measured during the entire length of the protocol using the Oxycon Mobile (reference method). By using the Weir equation, energy expenditure (kcal) will be calculated from VO2 and VCO2.
Agreement of energy expenditure measurement is assessed by using mean differences in energy expenditure measured by the activity trackers versus the Oxycon Mobile and by calculating an intra-class correlation coefficient.
Secondary Outcome Measures
Responsiveness
Responsiveness (i.e. ability to detect within-patients changes of energy expenditure measurement over time) of the activity trackers will be calculated by using a paired T-test during walking and cycling at different intensities.
Full Information
1. Study Identification
Unique Protocol Identification Number
NCT03951740
Brief Title
Validation of Two Wrist-worn Devices for the Assessment of Energy Expenditure in Cardiac Patients.
Official Title
Validation of Two Wrist-worn Devices for the Assessment of Energy Expenditure in Patients With Chronic Heart Failure and Coronary Artery Disease.
Study Type
Interventional
2. Study Status
Record Verification Date
May 2019
Overall Recruitment Status
Completed
Study Start Date
October 11, 2017 (Actual)
Primary Completion Date
June 27, 2018 (Actual)
Study Completion Date
June 27, 2018 (Actual)
3. Sponsor/Collaborators
Responsible Party, by Official Title
Principal Investigator
Name of the Sponsor
Maxima Medical Center
4. Oversight
Studies a U.S. FDA-regulated Drug Product
No
Studies a U.S. FDA-regulated Device Product
No
Data Monitoring Committee
No
5. Study Description
Brief Summary
Improving physical activity is a core component of secondary prevention and cardiac (tele)rehabilitation. Commercially available activity trackers are frequently used to monitor and promote physical activity in cardiac patients. However studies on the validity of these devices in cardiac patients are scarce. The aim of this study is to determine the accuracy and responsiveness of two wrist-worn activity trackers, Fitbit Charge 2 (FC2) and Mio Slice (MS), for the assessment of energy expenditure (EE) in cardiac patients.
Detailed Description
Introduction
Improving physical activity is a core component of secondary prevention and cardiac (tele)rehabilitation. Commercially available activity trackers are frequently used to monitor and promote physical activity in cardiac patients. However studies on the validity of these devices in cardiac patients are scarce. The aim of this study is to determine the accuracy and responsiveness of two wrist-worn activity trackers, Fitbit Charge 2 (FC2) and Mio Slice (MS), for the assessment of energy expenditure (EE) in cardiac patients.
Methods
Eligible patients are recruited by their cardiologist in the outpatient cardiology clinic. If a patient is willing to participate, he/she visits the Máxima Medical Centre once, to perform the study measurements.
EE assessed by both activity trackers is compared with indirect calorimetry (Oxycon Mobile) during a laboratory activity protocol consisting of 14 low-to-moderate intensity activities. The duration of the activities varies between 1 to 5 minutes, while total duration of the protocol is 39 minutes (resting time excluded) Two groups are assessed: patients with stable coronary artery disease (CAD) and patients with heart failure with reduced ejection fraction (HFrEF).
Sample size calculation
To achieve 80% power to detect an intraclass correlation coefficient (ICC) of 0.75 (excellent agreement) under the alternative hypothesis that the ICC is 0.35 (poor agreement), a sample size of 19 subjects per study group (i.e. CAD and HFrEF) is calculated.
Statistical analysis
Accuracy of FC2 and MS will be assessed by calculating mean EE and mean differences in EE compared to the criterion measure (Oxycon Mobile). To identify if agreement is between reasonable limits one-sample T-tests will be performed using mean differences. In addition, Bland-Altman plots will be created to illustrate the level of agreement with mean bias and 95% upper and lower limits of agreement (LoA). Moreover ICC using two-way mixed models with absolute agreement will used. Responsiveness of FC2 and MS will be assessed by using a paired T-test during walking and cycling at different intensities. Significance level will be set at p<0.05 for all analyses.
6. Conditions and Keywords
Primary Disease or Condition Being Studied in the Trial, or the Focus of the Study
Coronary Artery Disease, Heart Failure With Reduced Ejection Fraction
Keywords
Fitbit Charge 2, Mio Slice, Validation study, Energy expenditure
7. Study Design
Primary Purpose
Other
Study Phase
Not Applicable
Interventional Study Model
Single Group Assignment
Model Description
This is a single-center validation study with a comparative design. Accuracy and responsiveness of two wrist-worn activity trackers will be assessed. 39 patients (19 with coronary artery disease with preserved left ventricular ejection fraction and 19 with heart failure with reduced left ventricular ejection fraction) will be included.
Masking
None (Open Label)
Masking Description
Masking not applicable
Allocation
N/A
Enrollment
39 (Actual)
8. Arms, Groups, and Interventions
Arm Title
Group of cardiac patients
Arm Type
Experimental
Arm Description
All patients completed the study wearing two wrist-worn activity trackers and the Oxycon mobile as reference method during a laboratory activity protocol.
Intervention Type
Device
Intervention Name(s)
Fitbit Charge 2
Intervention Description
Energy expenditure (kcal) assessed by this activity tracker will be compared with indirect calorimetry (Oxycon Mobile) during a laboratory activity protocol. Two groups will be assessed: patients with stable coronary artery disease (CAD) and patients with heart failure with reduced ejection fraction (HFrEF).
Intervention Type
Device
Intervention Name(s)
Mio Slice
Intervention Description
Energy expenditure (kcal) assessed by this activity tracker will be compared with indirect calorimetry (Oxycon Mobile) during a laboratory activity protocol. Two groups will be assessed: patients with stable coronary artery disease (CAD) and patients with heart failure with reduced ejection fraction (HFrEF).
Intervention Type
Device
Intervention Name(s)
Oxycon Mobile
Intervention Description
The Oxycon Mobile will be used as the reference method/golden standard to calculate energy expenditure (kcal). This device (consisting of a face mask and gas analyzer unit) will be worn during the entire laboratory activity protocol.
Two groups will be assessed: patients with stable coronary artery disease (CAD) and patients with heart failure with reduced ejection fraction (HFrEF).
Primary Outcome Measure Information:
Title
Agreement
Description
Energy expenditure (measured in kcal) will be extracted from both activity trackers for each separate activity of the protocol as well as for the total protocol.
Breath-by-breath oxygen uptake (VO2) and carbon dioxide production (VCO2) will be measured during the entire length of the protocol using the Oxycon Mobile (reference method). By using the Weir equation, energy expenditure (kcal) will be calculated from VO2 and VCO2.
Agreement of energy expenditure measurement is assessed by using mean differences in energy expenditure measured by the activity trackers versus the Oxycon Mobile and by calculating an intra-class correlation coefficient.
Time Frame
During a laboratory protocol consisting of 14 low-to-moderate intensity activities (39 minutes in total, resting time excluded)
Secondary Outcome Measure Information:
Title
Responsiveness
Description
Responsiveness (i.e. ability to detect within-patients changes of energy expenditure measurement over time) of the activity trackers will be calculated by using a paired T-test during walking and cycling at different intensities.
Time Frame
Cycling at three different intensities (3 minutes at each intensity) and treadmill walking at three different intensities (3 minutes at each intensity))
10. Eligibility
Sex
All
Minimum Age & Unit of Time
18 Years
Accepts Healthy Volunteers
No
Eligibility Criteria
Inclusion criteria heart failure patients:
Patients with heart failure with reduced ejection fraction (LVEF < 40%) due to ischemic or dilating cardiomyopathy
New York Heart Association Class II to III
Speaking Dutch language
Exclusion criteria heart failure patients:
Hemodynamically significant valvular disease
Atrial fibrillation
Peripheral vascular, neurological and orthopaedic conditions impairing exercise capacity
Severe psychological or cognitive impairments
Inclusion criteria patients with coronary artery disease
Stable coronary artery disease regardless of intervention (PCI or CABG)
Speaking Dutch language
Exclusion criteria patients with coronary artery disease
Left ventricular ejection fraction < 50%
Hemodynamically significant valvular disease
Atrial fibrillation
Peripheral vascular, neurological and orthopaedic conditions impairing exercise capacity
Severe psychological and cognitive impairments
Overall Study Officials:
First Name & Middle Initial & Last Name & Degree
Hareld Kemps, MD, PhD
Organizational Affiliation
Maxima Medical Center
Official's Role
Principal Investigator
Facility Information:
Facility Name
Máxima Medical Centre
City
Veldhoven
State/Province
Noord-Brabant
ZIP/Postal Code
5504 DB
Country
Netherlands
12. IPD Sharing Statement
Plan to Share IPD
No
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Validation of Two Wrist-worn Devices for the Assessment of Energy Expenditure in Cardiac Patients.
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